Triple

T5335311
Position Surface form Disambiguated ID Type / Status
Subject Lamlash E123811 entity
Predicate administrativeArea P8215 FINISHED
Object North Ayrshire council area
North Ayrshire council area is a local government region in southwest Scotland that includes parts of the mainland and islands such as Arran, with responsibility for providing public services and administration.
 E512917 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: North Ayrshire council area | Statement: [Lamlash, administrativeArea, North Ayrshire council area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Ayrshire council area
Context triple: [Lamlash, administrativeArea, North Ayrshire council area]
  • A. East Dunbartonshire council area
    East Dunbartonshire council area is a local government region in central Scotland that includes suburban communities north of Glasgow and contains part of the historic Antonine Wall.
  • B. West Dunbartonshire council area
    West Dunbartonshire council area is a local government region in western Scotland that includes towns such as Dumbarton and Clydebank along the River Clyde.
  • C. Dumfries and Galloway council area
    Dumfries and Galloway council area is a large local government region in southwest Scotland, known for its rural landscapes, historic towns, and coastline along the Solway Firth.
  • D. Clackmannanshire council area
    Clackmannanshire council area is a small local government region in central Scotland, known for its historic towns and position along the River Forth.
  • E. West Lothian council area
    West Lothian council area is a local government region in central Scotland that includes a mix of urban towns and rural communities between Edinburgh and the River Forth.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: North Ayrshire council area
Triple: [Lamlash, administrativeArea, North Ayrshire council area]
Generated description
North Ayrshire council area is a local government region in southwest Scotland that includes parts of the mainland and islands such as Arran, with responsibility for providing public services and administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Ayrshire council area
Target entity description: North Ayrshire council area is a local government region in southwest Scotland that includes parts of the mainland and islands such as Arran, with responsibility for providing public services and administration.
  • A. East Dunbartonshire council area
    East Dunbartonshire council area is a local government region in central Scotland that includes suburban communities north of Glasgow and contains part of the historic Antonine Wall.
  • B. West Dunbartonshire council area
    West Dunbartonshire council area is a local government region in western Scotland that includes towns such as Dumbarton and Clydebank along the River Clyde.
  • C. Dumfries and Galloway council area
    Dumfries and Galloway council area is a large local government region in southwest Scotland, known for its rural landscapes, historic towns, and coastline along the Solway Firth.
  • D. Clackmannanshire council area
    Clackmannanshire council area is a small local government region in central Scotland, known for its historic towns and position along the River Forth.
  • E. West Lothian council area
    West Lothian council area is a local government region in central Scotland that includes a mix of urban towns and rural communities between Edinburgh and the River Forth.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85af799081909ee60bfbb65149ee completed March 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18be4bb88190a2b83e51716e677e completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf194c53a48190b0895bbe9aa2f6f1 completed March 21, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a198418819089b25102733f9191 completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.